ClimaX: A foundation model for weather and climate

Source: arXiv

In this publication, researchers Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K. Gupta, Aditya Grover have developed a weather modeling program called ClimaX. ClimaX is based on a deep neural network architecture. 

Using Deep Learning, ClimaX algorithms are trained to predict atmospheric variables with heterogeneous datasets (CMPIP6 and ERA5) covering different variables, spatio-temporal coverage and physical underpinnings. 

ClimaX aims to replace…